Mar 25, 2026

Volume & Velocity update (marketing stream clarification)

We clarified what the Volume & Velocity marketing stream actually entails, and documented the motivation, vision, and workflow. The motivation is simple: we do a lot across products, but most updates never become public posts because the workflow takes too much time.

Vision: take what’s already shared in #whats-cooking and turn it into clean social posts fast, with minimal manual work.

What’s done so far

  • Discord fetch script: pulls items from #whats-cooking into a GitHub inbox/folder.
  • Fast social skill (MVP): turns a rough inbox note into ready-to-post drafts for X and LinkedIn.

Working flow today

Discord update → inbox → AI draft

Key files to review

  • volume-and-velocity/README.md
    • volume-and-velocity/MOTIVATION.md
    • volume-and-velocity/VISION.md
    • volume-and-velocity/skills/fast-social-orchestrator/SKILL.md
    • volume-and-velocity/discord-inbox/README.md

Videos (placeholders)

Next steps

  • Finalize Discord credentials and test end-to-end.
  • Collect feedback from the team and refine the skill/output quality.
  • When quality is reliable, add publishing automation.

CRM

No updates

Product Promotion

Flowershow launches on SaaS discovery platforms

Ola thoughts

I’m not sure it’s worth posting Flowershow on all of these platforms.

A lot of them seem pretty low-quality, and many require adding a backlink badge, which makes them feel more like SEO farms than genuine discovery channels. My impression is that this may have had more value in the past, but today links from trusted, high-authority platforms matter far more.

So I’d prioritize places like Product Hunt, Hacker News, Reddit, Quora, and maybe a small number of others. Beyond that, there are hundreds of directory sites, and I doubt most of them have much real impact.

I also doubt ChatGPT, Perplexity, and similar tools will surface or cite these kinds of spammy platforms. They are much more likely to rely on reputable communities, trusted websites, and strong content.

So overall, I’d rather focus on Product Hunt, community-led platforms with real credibility like Reddit and HN, and creating lots of demo videos for YouTube.

I also suspect PublishMarkdown ranks well partly because they chose a highly relevant keyword as their domain name.

This opinion is also partly influenced by some SEO experts I’ve been listening to recently 😉

Datahub marketing

Note I started posting on Reddit already last week but it was not properly planned.

Reddit Content Calendar

Managed in datapressr rig (prefix da). 32 posts total across two phases, 4/week on Mon–Thu at 12:00 PM GMT. Best days: Mon for commodities/finance · Tue/Wed for most subs · Thu for tech/AI. Full content with post titles, links, and body text: datahub-reddit-content-calendar.md

Phase 1 — Ready to post (views already built)

DateDayTimeBeadPostSubreddits
Mar 30Mon12PM GMTda-b0wGold Price Since 1833r/Gold, r/investing
Mar 31Tue12PM GMTda-cjpS&P 500: Real vs Nominal Price (1871–present)r/investing, r/dataisbeautiful
Apr 1Wed12PM GMTda-xgoShiller CAPE Ratio — S&P 500 Valuation Since 1881r/investing, r/financialindependence
Apr 2Thu12PM GMTda-kpfBrent Crude Oil Price — 5 Major Shocks (1987–present)r/energy, r/investing
Apr 6Mon12PM GMTda-udtVIX Fear Index — 35 Years of Market Panicr/investing, r/options
Apr 7Tue12PM GMTda-0p9GDP of World’s 10 Largest Economies (2000–2022)r/economics, r/dataisbeautiful
Apr 8Wed12PM GMTda-jvmHenry Hub Natural Gas — Shale Revolution in One Chartr/energy, r/economics
Apr 9Thu12PM GMTda-4tAI Training Compute — Exponential Growth Visualisedr/MachineLearning, r/Futurology
Apr 13Mon12PM GMTda-d15Global CO₂ Emissions by Fuel Type (1900–2020)r/climate, r/energy
Apr 14Tue12PM GMTda-enzKeeling Curve — CO₂ at Mauna Loa (1959–present)r/climate, r/dataisbeautiful
Apr 15Wed12PM GMTda-d8aCO₂ Emissions — Top 10 Countries Since 1950r/climatechange, r/environment
Apr 16Thu12PM GMTda-njjEU ETS — Industrial Emissions by Sector (2005–2024)r/europe, r/environment
Apr 20Mon12PM GMTda-0brS&P 500 — Which Sectors Have the Most Companies?r/investing, r/stocks
Apr 21Tue12PM GMTda-j9zWorld Airports by Type — 72,000 Facilities Broken Downr/dataisbeautiful, r/aviation
Apr 22Wed12PM GMTda-31sS&P 500 Market Cap vs P/E Ratio by Sectorr/investing, r/ValueInvesting

Phase 2 — Needs Observable viz first, then post

Each dataset needs a viz added (add-viz bead) before the post bead unlocks.

DateDayTimeBeadPostSubreddits
Apr 27Mon12PM GMTda-etv800 Years of Interest Ratesr/economics, r/dataisbeautiful
Apr 28Tue12PM GMTda-97aGlobal Wealth Distributionr/economics, r/dataisbeautiful
Apr 29Wed12PM GMTda-lm21,000 Years of UK Economic Datar/history, r/economics
Apr 30Thu12PM GMTda-e71We Work Far Less Than Our Ancestors — Historical Working Hoursr/dataisbeautiful, r/history
May 4Mon12PM GMTda-2mbPrecious Metals — Gold vs Silver vs Platinum Long-Runr/Gold, r/Silver, r/investing
May 5Tue12PM GMTda-aw2BP Statistical Review — Global Energy Mix Shiftingr/energy, r/environment
May 6Wed12PM GMTda-3d0400 Years of US Energy — From Wood to Nuclearr/energy, r/history
May 7Thu12PM GMTda-urgCarbon Pricing — How Much Does a Tonne of CO₂ Cost?r/environment, r/economics
May 11Mon12PM GMTda-d1zLazard LCOE — Renewables Are Now the Cheapest Energy Everr/energy, r/climate
May 12Tue12PM GMTda-90vThe Great Acceleration — Every Indicator Bends Up After 1950r/collapse, r/dataisbeautiful
May 13Wed12PM GMTda-tfrPlanetary Boundaries — How Many Have We Crossed?r/environment, r/climatechange
May 14Thu12PM GMTda-owbProject Drawdown — The 80 Best Climate Solutions Rankedr/climate, r/environment
May 18Mon12PM GMTda-aj710,000 Years of Human Land Use — HYDE Databaser/history, r/environment
May 19Tue12PM GMTda-1k0200 Years of Human Progress — Life Expectancy, Poverty, Literacyr/dataisbeautiful, r/Optimism
May 20Wed12PM GMTda-0wwPISA Scores — How Does Your Country’s Education System Rank?r/education, r/dataisbeautiful
May 21Thu12PM GMTda-nosSegregation Tracking — Measuring Residential Segregation Over Timer/sociology, r/urbanplanning
May 25Mon12PM GMTda-y82Bioregions 2023 — Mapping Earth’s Living Zonesr/environment, r/geography

Anchor Moments

Created a short brief with key questions to clarify focus and identify important moments for each product. Shared with Ola and Dominik, next is Anu. Also looking for feedback on whether this approach works.

Newsletters

No major updates. We want to relaunch DataHub newsletter, but need to align with Anu first.

Open questions

  • Align on strategy: How should we split content effort across products (e.g. 50/30/20, equal, or one anchor + two supporting)? What do we want to promote mostly now?

Anu

✅

  • I have 100K views on Reddit this month (e.g. last 2 weeks)

Dashboard (summary)

  • Post views: 100K (+87.1K from previous month)
  • Upvotes received: 276 (+264)
  • Total followers: 5 (+1)

Additional note

  • According to PostHog we have 412 users from Reddit in the last 14 days
  • Not sure if we can assume 100K views on Reddit → 412 users

Granola notes

Wed, 25 Mar 26 · anuar.ustayev@datopian.com, daniela.popova@datopian.com, yoana.popova@datopian.com, rufus.pollock@datopian.com, aleksandra.rubaj@datopian.com, monika.popova@datopian.com

Meeting Structure & Process Improvements

  • Need work tracker for team to review progress systematically
    • Currently people track individually, need common system
    • Would improve team functionality significantly
  • Tension surfacing approach
    • Better to capture tensions first, then schedule dedicated discussion time
    • Someone should prepare brief summary beforehand rather than discussing immediately
    • Created Discord thread called “tensions” for immediate capture

Content Calendar & Anchor Moments Review

  • Reviewed content calendar work from previous week
  • Focus on anchor moments as most relevant area for content calendar
  • Need clarity on ownership and next month’s anchor moments
  • Yoana working on brief to align with everyone on content focus

Product Marketing Updates

Flowershow Platform Promotion (Ola)

  • Completed systematic posting across multiple platforms
  • Key findings:
    • Only 3 platforms worth effort: Reddit, Hacker News, YouTube
    • Many discovery platforms are low-value spam
    • Some platforms require payment or have delays
    • Reddit post achieved 3.2k views, 12 upvotes
  • Created playbook for future product launches
  • Recommends focusing on high-reputation, community-led platforms

Data Hub Marketing (Anu)

  • Using automated tracking system for Reddit posting schedule
  • Cannot auto-post but system reminds when to post manually
  • Need systematic marketing plan for Data Hub datasets
  • Should identify target audiences and posting frequency

Volume & Velocity Project (Daniela)

  • Currently prioritizing video ads over Volume & Velocity development
  • Project aims to automate social media posting across multiple platforms
  • Would benefit Anu by automating Data Hub dataset announcements
  • Need dedicated deep work session to move project forward

Marketing Workflow Tensions

  • Yoana expressed frustration with fragmented content tracking
    • Information scattered across DMs, Discord, Git Chat, multiple channels
    • Needs single source of truth to avoid cognitive overload
    • Feels invalidated when workflow requests are blocked
  • Ola supported Yoana’s concerns about tool decisions
    • Suggests management by objectives approach
    • Let marketing team choose tools, measure results
    • Avoid micromanaging implementation methods

Content Distribution Strategy

  • Debate over centralized vs. distributed posting
    • Yoana wants dedicated “content log” channel
    • Rufus prefers using existing “what’s cooking” channel
    • Goal: increase team posting volume before optimizing organization
  • Current challenge: getting developers to share work updates
    • Low friction posting more important than perfect organization initially
    • Need to integrate with existing workflows rather than impose new ones

Product Hunt Campaign

  • Flowershow currently at 122 points, 7th place
  • Need team push to move higher in rankings
  • Ola checking rankings every 15 minutes
  • Hoping for sustained traffic rather than just spike

Next Steps

  • Rufus will promote content log channel approach
  • Yoana to access strategy meeting documents for company vision alignment
  • Anu and Rufus to sync on Volume & Velocity project progress
  • Team to continue Product Hunt voting push
  • Separate follow-up conversations needed on workflow and authority issues

Chat with meeting transcript: https://notes.granola.ai/t/8febf327-6fb5-444a-b4d0-4c537c13abac-00demib2

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